{"id":"W4410099100","doi":"10.1002/adfm.202501708","title":"Controlled Hydrogel Surfaces Adhesion via Macrophase Separation Polymerization Triggered by Electrostatic Interaction for Wound Dressing and Bio‐Sensor","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Adhesion; Polymerization; Self-healing hydrogels; Wound dressing; Nanotechnology; Polymer chemistry; Composite material; Polymer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001145726,0.000256846,0.0001061391,0.0001325923,0.00006796602,0.000142616,0.0001611638,0.0002792045,0.0006142406],"category_scores_gemma":[0.0001277875,0.00008845858,0.0001330803,0.00008319561,0.0001133363,0.0001988484,0.0002261675,0.0002398684,0.0001541686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614395,"about_ca_system_score_gemma":0.00009437132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732034,"about_ca_topic_score_gemma":0.0003188961,"domain_scores_codex":[0.9999065,0.00001230397,0.000008184626,0.00002242899,0.00002840172,0.00002213891],"domain_scores_gemma":[0.9999188,0.00001398371,0.0000342301,0.000006194037,0.00001384751,0.0000129958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007031563,0.000003012349,0.00001784254,0.0000129949,7.34812e-7,0.000009349323,0.000002873406,0.00002188629,0.9991605,0.00003550507,0.00001604225,0.0007121675],"study_design_scores_gemma":[0.000003167371,0.00003644612,0.0004222533,0.000001858457,0.000003034867,0.00004394711,0.000004490268,0.001244609,0.9976534,0.00001409501,0.0005691408,0.000003412109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706815,0.001969762,0.02511127,0.0001356832,0.00006690528,0.00003393635,0.0001027042,0.0001164131,0.001781746],"genre_scores_gemma":[0.9908438,0.0003756064,0.007589585,0.00005848119,0.00001174709,0.00002103442,0.00003584203,0.00000651324,0.00105745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006142406,"threshold_uncertainty_score":0.002054811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008433748195393914,"score_gpt":0.260041390554986,"score_spread":0.2516076423595921,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}